Causal Inference

Identification of Multiple Logical Interpretations in Counter-Arguments EMNLP 2025 Identifying biological perturbation targets through causal differential networks ICML 2025 Identifying Causal Direction via Variational Bayesian Compression ICML 2025 Identifying latent state transitions in non-linear dynamical systems ICLR 2025 Identifying Macro Conditional Independencies and Macro Total Effects in Summary Causal Graphs with Latent Confounding AAAI 2025 Identifying Neural Dynamics Using Interventional State Space Models ICML 2025 Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference CVPR 2025 Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning AAAI 2025 Inconsistency Handling in DatalogMTL IJCAI 2025 Incremental Causal Effect for Time to Treatment Initialization ICLR 2025 Inducing Causal Structure Applied to Glucose Prediction for T1DM Patients CLeaR 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Inferring Causal Protein Signaling Networks with Reinforcement Learning via Artificial Bee Colony Neural Architecture Search IJCAI 2025 Inferring Past Human Actions in Homes with Abductive Reasoning WACV 2025 Initial Models and Serialisability in Abstract Dialectical Frameworks IJCAI 2025 Integer Programming for Generalized Causal Bootstrap Designs ICML 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems IJCAI 2025 Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding EMNLP 2025 Interference Among First-Price Pacing Equilibria: A Bias and Variance Analysis ICLR 2025 Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors ICML 2025 Interpretable Causal Representation Learning for Biological Data in the Pathway Space ICLR 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Invariant Shape Representation Learning for Image Classification WACV 2025 Invariant Subspace Decomposition JMLR 2025